Triple
T21588100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Umbundu language |
E532704
|
entity |
| Predicate | isOneOfMostSpokenLanguagesIn |
P42296
|
FINISHED |
| Object | Angola |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Angola | Statement: [Umbundu language, isOneOfMostSpokenLanguagesIn, Angola]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Angola Context triple: [Umbundu language, isOneOfMostSpokenLanguagesIn, Angola]
-
A.
Angola
Angola is the largest maximum-security prison in the United States, located in Louisiana and notorious for its harsh conditions and history of racial injustice.
-
B.
Angola
chosen
Angola is a resource-rich country on Africa’s southwest coast, known for its oil and diamond industries and its history of a long civil war following independence.
-
C.
Angola and Namibia
Angola and Namibia are neighboring countries in southwestern Africa that share a long land border and diverse ecosystems, including parts of the Kavango–Zambezi conservation region.
-
D.
Cabinda
Cabinda is a small, oil-rich province on the Atlantic coast of Central Africa that is geographically separated from the rest of Angola by a strip of territory belonging to the Democratic Republic of the Congo.
-
E.
Mozambique
Mozambique is a southeastern African nation on the Indian Ocean known for its Portuguese colonial heritage, rich cultural diversity, and extensive coastline with important ports and marine resources.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isOneOfMostSpokenLanguagesIn Context triple: [Umbundu language, isOneOfMostSpokenLanguagesIn, Angola]
-
A.
isWidelySpokenIn
Indicates that a language is spoken by a large portion of the population across many regions or communities within a specified area.
-
B.
isSpokenAsFirstLanguageBy
Indicates that a language is the primary (native) language used by a person or group for everyday communication.
-
C.
isOneOfMostSpokenIndigenousLanguagesIn
chosen
Indicates that a language ranks among the most widely spoken indigenous languages within a specified region or country.
-
D.
majorityLanguageOf
Indicates that a given language is the primary or most widely spoken language within a specified group, region, or entity.
-
E.
rankedByNumberOfNativeSpeakers
Indicates that entities are ordered or classified according to how many native speakers they have.
- F. None of above.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0c46251648190876f0427cf2d321b |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eeeb621ab88190a33a943424ffb306 |
completed | April 27, 2026, 4:51 a.m. |
| PD | Predicate disambiguation | batch_69e632109d048190b4ac3f14fe48d1a0 |
completed | April 20, 2026, 2:02 p.m. |
Created at: April 16, 2026, 6:31 p.m.